Inspiration
Knowing a user's feeling to a new place.
What it does
Estimating the rating that a user would give to a place
How I built it
Feature engineering and LinearSVC
Challenges I ran into
The dataset is huge and hard to extract features.
Accomplishments that I'm proud of
Given a random pair of user and place, we can estimate the rating that a user would give to a place with low mean squared error.
What I learned
How to do feature engineering better.
What's next for Xuanyu, Haoming, and Bo
Improve the model.
